Alternatives and similar repositories for implementing_activation_steering

Users that are interested in implementing_activation_steering are comparing it to the libraries listed below

• ApolloResearch / e2e_sae
  Sparse Autoencoder Training Library
  ☆55Updated 5 months ago
• ckkissane / crosscoder-model-diff-replication
  Open source replication of Anthropic's Crosscoders for Model Diffing
  ☆59Updated last year
• steering-vectors / steering-vectors
  Steering vectors for transformer language models in Pytorch / Huggingface
  ☆126Updated 8 months ago
• mishajw / repeng
  Experiments with representation engineering
  ☆13Updated last year
• nrimsky / LM-exp
  LLM experiments done during SERI MATS - focusing on activation steering / interpreting activation spaces
  ☆98Updated 2 years ago
• LoryPack / LLM-LieDetector
  Code for the ICLR 2024 paper "How to catch an AI liar: Lie detection in black-box LLMs by asking unrelated questions"
  ☆71Updated last year
• EleutherAI / elk-generalization
  Investigating the generalization behavior of LM probes trained to predict truth labels: (1) from one annotator to another, and (2) from e…
  ☆28Updated last year
• callummcdougall / sae_vis
  Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).
  ☆222Updated 10 months ago
• amack315 / unsupervised-steering-vectors
  ☆36Updated last year
• EleutherAI / concept-erasure
  Erasing concepts from neural representations with provable guarantees
  ☆238Updated 9 months ago
• UFO-101 / auto-circuit
  A library for efficient patching and automatic circuit discovery.
  ☆78Updated 3 months ago
• montemac / activation_additions
  Algebraic value editing in pretrained language models
  ☆66Updated last year
• KoyenaPal / future-lens
  Code and Data Repo for the CoNLL Paper -- Future Lens: Anticipating Subsequent Tokens from a Single Hidden State
  ☆19Updated this week
• EleutherAI / elk
  Keeping language models honest by directly eliciting knowledge encoded in their activations.
  ☆209Updated 2 weeks ago
• jbloomAus / SAEDashboard
  ☆74Updated 2 weeks ago
• meg-tong / sycophancy-eval
  datasets from the paper "Towards Understanding Sycophancy in Language Models"
  ☆94Updated 2 years ago
• neelnanda-io / 1L-Sparse-Autoencoder
  ☆128Updated last year
• EleutherAI / delphi
  Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …
  ☆219Updated last week
• nrimsky / CAA
  Steering Llama 2 with Contrastive Activation Addition
  ☆188Updated last year
• EleutherAI / steering-llama3
  ☆30Updated last year
• koayon / atp_star
  PyTorch and NNsight implementation of AtP* (Kramar et al 2024, DeepMind)
  ☆20Updated 9 months ago
• slavachalnev / SAE-TS
  Improving Steering Vectors by Targeting Sparse Autoencoder Features
  ☆25Updated 11 months ago
• ApolloResearch / apd
  Attribution-based Parameter Decomposition
  ☆31Updated 4 months ago
• AsaCooperStickland / situational-awareness-evals
  Measuring the situational awareness of language models
  ☆38Updated last year
• Butanium / tiny-activation-dashboard
  A tiny easily hackable implementation of a feature dashboard.
  ☆15Updated last month
• redwoodresearch / Easy-Transformer
  ☆126Updated last year
• callummcdougall / sae_visualizer
  ☆29Updated last year
• nostalgebraist / transformer-utils
  Utilities for the HuggingFace transformers library
  ☆72Updated 2 years ago
• ArthurConmy / Automatic-Circuit-Discovery
  ☆247Updated last year
• saprmarks / feature-circuits
  ☆191Updated last week